A SSIM-based approach for finding similar facial expressions

2011 IEEE International Conference on Automatic Face and Gesture Recognition and Workshops, FG 2011

Volumn , Issue , 2011, Pages 815-820

  Dhall, Abhinav ^a   Asthana, Akshay ^a   Goecke, Roland ^a,b  

^a AUSTRALIAN NATIONAL UNIVERSITY   (Australia)

^b UNIVERSITY OF CANBERRA   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVE APPEARANCE MODELS; DISTANCE METRICS; EXPRESSION TRANSFERS; FACIAL ANIMATION; FACIAL EXPRESSIONS; FEATURE VECTORS; L2-NORM; NEAREST NEIGHBOUR; NEAREST NEIGHBOUR SEARCH; NOVEL METHODS; PERSON-INDEPENDENT; PRE-DEFINED CLASS; STRUCTURAL SIMILARITY; UNSUPERVISED ALGORITHMS;

ANIMATION; GESTURE RECOGNITION;

FACE RECOGNITION;

EID: 79958704953     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FG.2011.5771354     Document Type: Conference Paper

References (29)

1. M. J. Black, D. J. Fleet, and Y. Yacoob, "A framework for modeling appearance change in image sequences," in IEEE ICCV, 1998, pp. 660-667.
2. G. Donato, M. S. Bartlett, J. C. Hager, P. Ekman, and T. J. Sejnowski, "Classifying facial actions," IEEE TPAMI, vol. 21, no. 10, pp. 974-989, 1999. (Pubitemid 129304131)
3. P. Ekman and W. Friesen, "The facial action coding system: A technique for the measurement of facial movement," in CP, 1978.
4. S. Lucey, I. Matthews, C. Hu, Z. Ambadar, F. de la Torre, and J. Cohn, "Aam derived face representations for robust facial action recognition," in IEEE AFGR, 2006.
5. J. Whitehill, G. Littlewort, I. R. Fasel, M. S. Bartlett, and J. R. Movellan, "Toward practical smile detection," IEEE TPAMI, vol. 31, pp. 2106-2111, 2009.
6. A. Sohail and P. Bhattacharya, "Classification of facial expressions using k-nearest neighbor classifier," in MIRAGE07, 2007, pp. 555-566. (Pubitemid 350259272)
7. Z. Wang, A. C. Bovik, H. R. Sheikh, S. Member, E. P. Simoncelli, and S. Member, "Image quality assessment: From error visibility to structural similarity," IEEE TIP, pp. 600-612, 2004.
8. A. Khwaja, A. Asthana, and R. Goecke, "Illumination and expression invariant face recognition using ssim based sparse representation." ICPR, 2010.
9. K. Q. Weinberger and L. K. Saul, "Distance metric learning for large margin nearest neighbor classification," JMLR, vol. 10, pp. 207-244, 2009.
10. J. Goldberger, S. T. Roweis, G. E. Hinton, and R. Salakhutdinov, "Neighbourhood components analysis," in NIPS, 2004.
11. Multi-PIE, "Illumination and expression invariant face recognition using ssim based sparse representation." in IEEE AFGR, 2008.
12. F. Wallhoff, "Facial expressions and emotion database," 2006, http://www.mmk.ei.tum.de/waf/fgnet/feedtum.html.
13. R. Goecke and B. Millar, "The Audio-Video Australian English Speech Data Corpus AVOZES," in Proc. ICSLP2004, vol. III, Jeju, Korea, 2004, pp. 2525-2528.
14. P. A. Viola and M. J. Jones, "Rapid object detection using a boosted cascade of simple features," in IEEE CVPR (1), 2001.
15. T. F. Cootes, G. J. Edwards, and C. J. Taylor, "Active appearance models," in ECCV (2), 1998.
16. J. Saragih and R. Goecke, "Learning aam fitting through simulation," PR, vol. 42, no. 11, pp. 2628-2636, 2009.
17. A. Dhall, A. Asthana, and R. Goecke, "Facial expression based automatic album creation," in ICONIP (2), 2010, pp. 485-492.
18. Z. Wang and E. P. Simoncelli, "Translation insensitive image similarity in the complex wavelet domain," in ICASSP, vol. II. Philadelphia, PA: IEEE Sig Proc Society, 18-23 Mar 2005, pp. 573-576.
19. I. A. Kakadiaris, G. Passalis, G. Toderici, Y. Lu, N. Karampatziakis, N. Murtuza, and T. Theoharis, "Expression-invariant multispectral face recognition: you can smile now!" P. J. Flynn and S. Pankanti, Eds. SPIE, 2006, p. 620204.
20. O. Boiman, E. Shechtman, and M. Irani, "In defense of nearestneighbor based image classification," in IEEE CVPR, 2008.
21. J. Saragih and R. Goecke, "Iterative Error Bound Minimisation for AAM Alignment," in ICPR 2006, vol. 2. Hong Kong: IEEE, Aug. 2006, pp. 1192-1195. (Pubitemid 46532416)
22. "Jacket : a gpu engine for matlab," 2009, http://www. accelereyes.com.
23. M. Song, Z. Liu, and B. Guo, "Real-time facial expression mapping for high resolution 3d meshes," in CGI, 2006, pp. 277-287. (Pubitemid 44097405)
24. V. Blanz, C. Basso, T. Vetter, and T. Poggio, "Reanimating faces in images and video," in EUROGRAPHICS, vol. 22, no. 3, 2003.
25. Y.-J. Chang and T. Ezzat, "Transferable videorealistic speech animation," in SCA '05, 2005.
26. J.-y. Noh and U. Neumann, "Expression cloning," in Proc. ACM SIGGRAPH, 2001, pp. 277-288. (Pubitemid 33047313)
27. R. W. Sumner and J. Popovic, "Deformation transfer for triangle meshes," in Proc. ACM SIGGRAPH, 2004, pp. 399-405.
28. I. Kemelmacher-Shlizerman, A. Sankar, E. Shechtman, and S. M. Seitz, "Being john malkovich," in ECCV (1), 2010, pp. 341-353.
29. T. Ojala, M. Pietikinen, and T. Menp, "Multiresolution gray-scale and rotation invariant texture classification with local binary patterns," IEEE TPAMI, vol. 24, no. 7, pp. 971-987, 2002. (Pubitemid 34835471)